TY - GEN
T1 - Multi-agent distributed collaborative method for flexible job shop scheduling problem
AU - Yang, Shi
AU - Xu, Yong
AU - Zheng, Qi
AU - Zhu, Yuhu
AU - Zhang, Hongyu
AU - Zhai, Kangrui
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - In the production of modern job shops, there are problems such as low-automation, low-collaboration, and immature-flexible. In this situation, most researches on flexible job shop scheduling problem are mainly centralized, and few researches are distributed. Compared with centralized methods, distributed methods has the advantages of high scalability and adaptability. Therefore, this paper proposes a distributed collaboration method for two kinds of agents (processing robots and automatic guided vehicles) to complete the flexible job shop's tasks through self-organization and collaboration. The paper designs a variety of typical examples and various criteria, using simulation methods to prove that the distributed collaboration method can effectively complete all kinds of complex processing tasks in the job shop while reducing the computational burden of the computer.
AB - In the production of modern job shops, there are problems such as low-automation, low-collaboration, and immature-flexible. In this situation, most researches on flexible job shop scheduling problem are mainly centralized, and few researches are distributed. Compared with centralized methods, distributed methods has the advantages of high scalability and adaptability. Therefore, this paper proposes a distributed collaboration method for two kinds of agents (processing robots and automatic guided vehicles) to complete the flexible job shop's tasks through self-organization and collaboration. The paper designs a variety of typical examples and various criteria, using simulation methods to prove that the distributed collaboration method can effectively complete all kinds of complex processing tasks in the job shop while reducing the computational burden of the computer.
KW - Multi-agent
KW - distributed
KW - flexible job shop
KW - self-organization and collaboration
UR - http://www.scopus.com/inward/record.url?scp=85147951407&partnerID=8YFLogxK
U2 - 10.1109/YAC57282.2022.10023648
DO - 10.1109/YAC57282.2022.10023648
M3 - Conference contribution
AN - SCOPUS:85147951407
T3 - Proceedings - 2022 37th Youth Academic Annual Conference of Chinese Association of Automation, YAC 2022
SP - 133
EP - 138
BT - Proceedings - 2022 37th Youth Academic Annual Conference of Chinese Association of Automation, YAC 2022
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 37th Youth Academic Annual Conference of Chinese Association of Automation, YAC 2022
Y2 - 19 November 2022 through 20 November 2022
ER -